AC psychology-paper-reviewer
以心理学学术期刊审稿人的标准，对心理学论文、研究计划、开题报告或论文片段进行结构化评审。当用户说“审稿”“帮我评审这篇论文”“检查研究设计”“评价方法部分”“review this psychology paper”“peer review”或要求从学术审稿角度指出问题时使用。适用于实证研究、问卷研究、实验研究、纵向研究及常见心理学定量研究。
以心理学学术期刊审稿人的标准，对心理学论文、研究计划、开题报告或论文片段进行结构化评审。当用户说“审稿”“帮我评审这篇论文”“检查研究设计”“评价方法部分”“review this psychology paper”“peer…
As a process C 53/100 · Has gaps — weak spots: result and completion, when it triggers, inputs and preconditions
How to improve
- Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
- Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
- A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.
Guard findings · 0
✓ No critical or high findings
Files scanned: 2. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
description-no-whendescription does not say WHEN to use the skill (no "use when")
Process rating: all ten parameters 53/100
- 0Result and completion. Does not say what the result is
- 0Inputs and preconditions. Does not say what the process needs to start
- 0Failures and branches. Linear process with no failure handling
- 0Progress reporting. Says nothing while it works
- 20When it triggers. No condition that starts the skill
- 100Tools and files. No external tools needed
- 100Steps. 67 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 612 tokens
- 100Running it twice. No mutating operations
Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.
Quality signals
- +4Description does not say when NOT to use the skill (false activations)
- +3Output format is not stated: the model decides each time
- +1No license
- +2Single-language instructions
- +5Description quotes 5 example trigger phrases
- +3Description length 172: enough signal without eating the budget
- +4Structure: 11 headings
- +3Step-by-step instructions: 67 items
- +4Has examples (1 code blocks)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 77.